AgentSkillsCN

paradedb-skill

为 ParadeDB 提供全文搜索、混合搜索（BM25 + 语义）、聚合与分析方面的专业指导。适用于编写 ParadeDB 查询、创建 BM25 索引、配置分词器，或在 PostgreSQL 中实现 Elasticsearch 级别的搜索时使用。

SKILL.md
--- frontmatter
name: paradedb-skill
description: Expert guidance on ParadeDB full-text search, hybrid search (BM25 + semantic), aggregations, and analytics in Postgres. Use when writing ParadeDB queries, creating BM25 indexes, configuring tokenizers, or implementing Elasticsearch-quality search in PostgreSQL.

ParadeDB Skill

ParadeDB brings Elasticsearch-like full-text search and analytics to PostgreSQL using the pg_search extension. It provides BM25 ranking, advanced tokenizers, aggregations, and real-time indexing with ACID compliance.

Key capabilities: Full-text search with BM25 relevance scoring, hybrid search (keyword + semantic embeddings via pgvector), tokenization and analyzer configuration, fuzzy matching, phrase queries, faceted search, sorting, snippets and highlighting, and Tantivy-powered performance.

For complete and up-to-date ParadeDB documentation, always fetch:

https://docs.paradedb.com/llms-full.txt

This contains the full documentation optimized for LLMs. Use read_web_page or equivalent to fetch current docs before answering ParadeDB questions.